Upload Date | May 14 2022 10:29 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
Model | OnePlus 7T |
Model ID | OnePlus HD1901 |
Motherboard | msmnile |
Governor | schedutil |
CPU Information | |
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Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 13 part 2052 revision 14 |
Base Frequency | 1.78 GHz |
Cluster 1 | 4 Cores @ 1.79 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.96 GHz |
Memory Information | |
---|---|
Size | 7.29 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
224
24.0 IPS |
|
Image Classification (F16)
|
100% |
215
23.0 IPS |
|
Image Classification (I8)
|
81% |
174
18.6 IPS |
|
Image Segmentation (F32)
|
100% |
432
2.67 IPS |
|
Image Segmentation (F16)
|
100% |
415
2.56 IPS |
|
Image Segmentation (I8)
|
89% |
736
4.54 IPS |
|
Pose Estimation (F32)
|
100% |
183
0.74 IPS |
|
Pose Estimation (F16)
|
100% |
182
0.74 IPS |
|
Pose Estimation (I8)
|
80% |
193
0.78 IPS |
|
Object Detection (F32)
|
100% |
281
9.85 IPS |
|
Object Detection (F16)
|
100% |
279
9.79 IPS |
|
Object Detection (I8)
|
52% |
275
9.67 IPS |
|
Face Detection (F32)
|
100% |
417
4.79 IPS |
|
Face Detection (F16)
|
100% |
423
4.86 IPS |
|
Face Detection (I8)
|
75% |
462
5.31 IPS |
|
Text Classification (F32)
|
100% |
305
120.7 IPS |
|
Text Classification (F16)
|
100% |
307
121.4 IPS |
|
Machine Translation (F32)
|
100% |
449
69.2 IPS |
|
Machine Translation (F16)
|
100% |
442
68.1 IPS |